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Detection of Squamous Cell Carcinoma in Digitized Histological Images from the Head and Neck Using Convolutional Neural Networks

Primary management for head and neck squamous cell carcinoma (SCC) involves surgical resection with negative cancer margins. Pathologists guide surgeons during these operations by detecting SCC in histology slides made from the excised tissue. In this study, 192 digitized histological images from 84...

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Bibliografske podrobnosti
izdano v:Proc SPIE Int Soc Opt Eng
Main Authors: Halicek, Martin, Shahedi, Maysam, Little, James V., Chen, Amy Y., Myers, Larry L., Sumer, Baran D., Fei, Baowei
Format: Artigo
Jezik:Inglês
Izdano: 2019
Teme:
Online dostop:https://ncbi.nlm.nih.gov/pmc/articles/PMC7261614/
https://ncbi.nlm.nih.gov/pubmed/32476700
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1117/12.2512570
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